{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-08-13T20:20:15Z",
  "build_id": "rr-20260813T202015Z-50afa6e387dd",
  "entity_id": "gh:microsoft/skills",
  "points": [
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": null,
      "score_components": {},
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-17",
      "source_build_id": "git-04b96f8e7c49"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": null,
      "score_components": {},
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-18",
      "source_build_id": "git-f4995142b6f1"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-19",
      "source_build_id": "git-081a54f8ee2f"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-20",
      "source_build_id": "git-db15d0944655"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-21",
      "source_build_id": "git-b5e9ccbdcc82"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-22",
      "source_build_id": "git-42b3a8a1b49f"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-23",
      "source_build_id": "git-34cc33171399"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-24",
      "source_build_id": "git-dd88e3f44878"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-25",
      "source_build_id": "git-17520e21684b"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-26",
      "source_build_id": "git-41f9c4678c11"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-27",
      "source_build_id": "git-f62e47b29839"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-28",
      "source_build_id": "git-dda8a1bc99bd"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-29",
      "source_build_id": "git-adcee0316afe"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-30",
      "source_build_id": "git-e3be25ca9846"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-01",
      "source_build_id": "git-619da8b9e717"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-02",
      "source_build_id": "git-33d9407acf55"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-04",
      "source_build_id": "git-efac775793ac"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-06",
      "source_build_id": "git-24d907c97f57"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-07",
      "source_build_id": "git-02331cc2fd92"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-08",
      "source_build_id": "git-f7e87b713b8f"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-09",
      "source_build_id": "git-e0e4145f09c6"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-10",
      "source_build_id": "git-fa192ed28ad2"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-11",
      "source_build_id": "git-85ab7fbca744"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-12",
      "source_build_id": "git-c7c4bf2ba980"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-13",
      "source_build_id": "git-a57439d942f9"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2737,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:11:00.324497Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_480ab38097451c9c39c068f1",
        "version": "obs_62424e7efa9a7e696461cc73",
        "last_release_at": "obs_3f3cb6bea7c96dbc222619c2",
        "last_release_url": "obs_66a9ef6bc681ab9bc950beba",
        "pushed_at": "obs_cb2245e9deeb17cdbabbad24",
        "archived": "obs_f1541941c7187ffbeafab02c",
        "default_branch": "obs_f6dc260192b86ab8e43f0b5c",
        "default_branch_updated_at": "obs_3b0e1d094b8cf46d094bb15e",
        "maintenance_status": "obs_bcb1b23d7b5e1f2228bc2a44",
        "momentum": "obs_7c862440b700016f1e7b2484"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-14",
      "source_build_id": "rr-20260714T07055435093-313e45d9501f"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2759,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c6451e98007f1e74c6e93860",
        "version": "obs_97ecbb917df19180aae9c887",
        "last_release_at": "obs_711c4710ea65bcd5cf29cabc",
        "last_release_url": "obs_efe7b27ffa4310b2af410116",
        "pushed_at": "obs_1fa3c96fe5c5e044a9f4d2d1",
        "archived": "obs_dd5924938bed84042af5c3df",
        "default_branch": "obs_70962569356e7bbf5e6f1eae",
        "default_branch_updated_at": "obs_dd93962c3aa2fdd8197e2a07",
        "maintenance_status": "obs_f56120638ff7dfb248de0784",
        "momentum": "obs_24cee9a9b1580bd276ebe2a6",
        "repository_topics": "obs_3660e12b83cae5b88d3a0f7f",
        "integrations": "obs_2ffcf88f5dfbeae57edb1b1d",
        "integration_fingerprint": "obs_959f59c8ee4608923ea6da1f",
        "deployment_models": "obs_a4f9a8b6b2b9ebfc93843f2c",
        "extensibility": "obs_98354d8a384ef6e5e5ca56b6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-17",
      "source_build_id": "rr-20260717T230624Z-c4dcc64d2e27"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2759,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c6451e98007f1e74c6e93860",
        "version": "obs_97ecbb917df19180aae9c887",
        "last_release_at": "obs_711c4710ea65bcd5cf29cabc",
        "last_release_url": "obs_efe7b27ffa4310b2af410116",
        "pushed_at": "obs_1fa3c96fe5c5e044a9f4d2d1",
        "archived": "obs_dd5924938bed84042af5c3df",
        "default_branch": "obs_70962569356e7bbf5e6f1eae",
        "default_branch_updated_at": "obs_dd93962c3aa2fdd8197e2a07",
        "maintenance_status": "obs_f56120638ff7dfb248de0784",
        "momentum": "obs_24cee9a9b1580bd276ebe2a6",
        "repository_topics": "obs_3660e12b83cae5b88d3a0f7f",
        "integrations": "obs_2ffcf88f5dfbeae57edb1b1d",
        "integration_fingerprint": "obs_959f59c8ee4608923ea6da1f",
        "deployment_models": "obs_a4f9a8b6b2b9ebfc93843f2c",
        "extensibility": "obs_98354d8a384ef6e5e5ca56b6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-18",
      "source_build_id": "rr-20260718T230804Z-723e093c9536"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2759,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c6451e98007f1e74c6e93860",
        "version": "obs_97ecbb917df19180aae9c887",
        "last_release_at": "obs_711c4710ea65bcd5cf29cabc",
        "last_release_url": "obs_efe7b27ffa4310b2af410116",
        "pushed_at": "obs_1fa3c96fe5c5e044a9f4d2d1",
        "archived": "obs_dd5924938bed84042af5c3df",
        "default_branch": "obs_70962569356e7bbf5e6f1eae",
        "default_branch_updated_at": "obs_dd93962c3aa2fdd8197e2a07",
        "maintenance_status": "obs_f56120638ff7dfb248de0784",
        "momentum": "obs_24cee9a9b1580bd276ebe2a6",
        "repository_topics": "obs_3660e12b83cae5b88d3a0f7f",
        "integrations": "obs_2ffcf88f5dfbeae57edb1b1d",
        "integration_fingerprint": "obs_959f59c8ee4608923ea6da1f",
        "deployment_models": "obs_a4f9a8b6b2b9ebfc93843f2c",
        "extensibility": "obs_98354d8a384ef6e5e5ca56b6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-19",
      "source_build_id": "rr-20260719T100820Z-9f68f20831d6"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2759,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c6451e98007f1e74c6e93860",
        "version": "obs_97ecbb917df19180aae9c887",
        "last_release_at": "obs_711c4710ea65bcd5cf29cabc",
        "last_release_url": "obs_efe7b27ffa4310b2af410116",
        "pushed_at": "obs_1fa3c96fe5c5e044a9f4d2d1",
        "archived": "obs_dd5924938bed84042af5c3df",
        "default_branch": "obs_70962569356e7bbf5e6f1eae",
        "default_branch_updated_at": "obs_dd93962c3aa2fdd8197e2a07",
        "maintenance_status": "obs_f56120638ff7dfb248de0784",
        "momentum": "obs_24cee9a9b1580bd276ebe2a6",
        "repository_topics": "obs_3660e12b83cae5b88d3a0f7f",
        "integrations": "obs_2ffcf88f5dfbeae57edb1b1d",
        "integration_fingerprint": "obs_959f59c8ee4608923ea6da1f",
        "deployment_models": "obs_a4f9a8b6b2b9ebfc93843f2c",
        "extensibility": "obs_98354d8a384ef6e5e5ca56b6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-20",
      "source_build_id": "rr-20260720T231958Z-538b95791e5c"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2759,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c6451e98007f1e74c6e93860",
        "version": "obs_97ecbb917df19180aae9c887",
        "last_release_at": "obs_711c4710ea65bcd5cf29cabc",
        "last_release_url": "obs_efe7b27ffa4310b2af410116",
        "pushed_at": "obs_1fa3c96fe5c5e044a9f4d2d1",
        "archived": "obs_dd5924938bed84042af5c3df",
        "default_branch": "obs_70962569356e7bbf5e6f1eae",
        "default_branch_updated_at": "obs_dd93962c3aa2fdd8197e2a07",
        "maintenance_status": "obs_f56120638ff7dfb248de0784",
        "momentum": "obs_24cee9a9b1580bd276ebe2a6",
        "repository_topics": "obs_3660e12b83cae5b88d3a0f7f",
        "integrations": "obs_2ffcf88f5dfbeae57edb1b1d",
        "integration_fingerprint": "obs_959f59c8ee4608923ea6da1f",
        "deployment_models": "obs_a4f9a8b6b2b9ebfc93843f2c",
        "extensibility": "obs_98354d8a384ef6e5e5ca56b6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-21",
      "source_build_id": "rr-20260721T100926Z-12d26cd1d0f0"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2830,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-28T10:17:34.274766Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b213168f905582a723ae9e97",
        "version": "obs_e00662d31a59a8cf603a67dc",
        "last_release_at": "obs_b5f4dc3f7ba0832beac6d390",
        "last_release_url": "obs_d429897b4e59303791bffd26",
        "pushed_at": "obs_b3a35cffe3ef81e3e230add5",
        "archived": "obs_cac804428f8e5d995ed48bf6",
        "default_branch": "obs_1123f97110c8e8d7290053bb",
        "default_branch_updated_at": "obs_2b80db6026c6f5dbfa85b562",
        "maintenance_status": "obs_064dd0a9f805bc1e4c25fd08",
        "momentum": "obs_af32e7ea1a7c71bc5fd9f1da",
        "repository_topics": "obs_9d627d51f1a45835e4d97a3d",
        "integrations": "obs_d2f7c75b029b0e86b841f4be",
        "integration_fingerprint": "obs_2e35906aabf0028888cf02ab",
        "deployment_models": "obs_7e37045549f02ac6327279db",
        "extensibility": "obs_6806833505f07298b9b5ae8c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-28",
      "source_build_id": "rr-20260728T10173427476-cba0cd6243c7"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2834,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-29T10:17:05.832710Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2d4a3d2247c25fca019fc9b4",
        "version": "obs_ec46d13c0cd0d2511401f90a",
        "last_release_at": "obs_b67b1dd4464f6a0f06cd15c2",
        "last_release_url": "obs_469aff8951a82f0ddf2fbd7d",
        "pushed_at": "obs_4220799a1812dc75baeda3a6",
        "archived": "obs_6992b6e6ab5d81fc4465d857",
        "default_branch": "obs_366864d4ea3b32a98948fdbf",
        "default_branch_updated_at": "obs_11a56a18db52653d13a3a880",
        "maintenance_status": "obs_1298c77a8c866a61f8bbec38",
        "momentum": "obs_689735ca8e5bcc88a36e3b17",
        "repository_topics": "obs_66335404faf3958afbe9aafe",
        "integrations": "obs_c03179d0092b4e3a1720afec",
        "integration_fingerprint": "obs_66b4c611276faaa6383bd4be",
        "deployment_models": "obs_1899a2c2695f58142a8469d8",
        "extensibility": "obs_83c08f74cbbf1dde29131108"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-29",
      "source_build_id": "rr-20260729T214501Z-7d6d1597a582"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2847,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-01T10:17:36.135498Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_76c0140d076b735ebbe99116",
        "version": "obs_719c25aada306e6d965cb5b6",
        "last_release_at": "obs_d17582b899ebe7069767dc98",
        "last_release_url": "obs_1c13668b5df9c892f6746f29",
        "pushed_at": "obs_4c52e3cad3e5fd1628f7741d",
        "archived": "obs_e340d1aa94e40ab4c14641fc",
        "default_branch": "obs_d88920c986852c06b860ccf2",
        "default_branch_updated_at": "obs_de759c878608bce038b5eb70",
        "maintenance_status": "obs_a5c88ce8c513e8ae826c2508",
        "momentum": "obs_732412d93153ec1c2c3d77b0",
        "repository_topics": "obs_7c576baae11e11e044e58756",
        "integrations": "obs_15b497a6acd2546043d2e391",
        "integration_fingerprint": "obs_7c42d8677f92ed56bd7f414d",
        "deployment_models": "obs_f011490b216a390bc1bb4229",
        "extensibility": "obs_c85a6b6622a13f02e4999a20"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-01",
      "source_build_id": "rr-20260801T185703Z-7378313ef26d"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2851,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-02T10:17:50.427312Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_4eeba1847b91db5fa0de7f94",
        "version": "obs_37e5e43b7498912a8dae6e43",
        "last_release_at": "obs_9bbfe08e8447f956311cfd82",
        "last_release_url": "obs_c45e759957cf203c7ffcb1f2",
        "pushed_at": "obs_1b111054a04f99e08dcc0deb",
        "archived": "obs_ec0b5230648261313778fbc7",
        "default_branch": "obs_1d599fb64ffc6876e6ce4b77",
        "default_branch_updated_at": "obs_09a86ab01f3650b9296f5986",
        "maintenance_status": "obs_d043b36116d641a2a8a3ef6c",
        "momentum": "obs_09dd124e7921aee21d3d1d9f",
        "repository_topics": "obs_19a9ff3e2c062a165679f7ce",
        "integrations": "obs_1c9882e6812b4fa597da2e87",
        "integration_fingerprint": "obs_f56482242cad8f47a4cdb9a0",
        "deployment_models": "obs_88624a285e459806362210ff",
        "extensibility": "obs_1362b8735b3524b9b5de0073"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-02",
      "source_build_id": "rr-20260802T223206Z-669bf78d74b9"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2855,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0503cbc4c2cfa5d0b644d54a",
        "version": "obs_0752f2effd6ff5851a82020b",
        "last_release_at": "obs_06c5fe3e4427de227837a016",
        "last_release_url": "obs_6e6c7d529d658849a3cbec4d",
        "pushed_at": "obs_5ea551086d1b0901ae28fb6c",
        "archived": "obs_82a191f629b66c9a26d8b3c5",
        "default_branch": "obs_0dadd70d1d23bf51fd863739",
        "default_branch_updated_at": "obs_930b9a4b22d42ef47f780dbc",
        "maintenance_status": "obs_53ce5ee49a87320cc1a5c406",
        "momentum": "obs_25f24ed1f1d5df893696ef38",
        "repository_topics": "obs_7c5c5700a4cc36f387121652",
        "integrations": "obs_3bca9e4068751e05781b5727",
        "integration_fingerprint": "obs_6cfe45f57318599b83678a19",
        "deployment_models": "obs_26a1793859fe05052f1e0807",
        "extensibility": "obs_4b02c147e5a6140bf565c14e"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-03",
      "source_build_id": "rr-20260803T185610Z-c07c43675fc7"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2855,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0503cbc4c2cfa5d0b644d54a",
        "version": "obs_0752f2effd6ff5851a82020b",
        "last_release_at": "obs_06c5fe3e4427de227837a016",
        "last_release_url": "obs_6e6c7d529d658849a3cbec4d",
        "pushed_at": "obs_5ea551086d1b0901ae28fb6c",
        "archived": "obs_82a191f629b66c9a26d8b3c5",
        "default_branch": "obs_0dadd70d1d23bf51fd863739",
        "default_branch_updated_at": "obs_930b9a4b22d42ef47f780dbc",
        "maintenance_status": "obs_53ce5ee49a87320cc1a5c406",
        "momentum": "obs_25f24ed1f1d5df893696ef38",
        "repository_topics": "obs_7c5c5700a4cc36f387121652",
        "integrations": "obs_3bca9e4068751e05781b5727",
        "integration_fingerprint": "obs_6cfe45f57318599b83678a19",
        "deployment_models": "obs_26a1793859fe05052f1e0807",
        "extensibility": "obs_4b02c147e5a6140bf565c14e"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-04",
      "source_build_id": "rr-20260804T022022Z-08b5333b22db"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2855,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0503cbc4c2cfa5d0b644d54a",
        "version": "obs_0752f2effd6ff5851a82020b",
        "last_release_at": "obs_06c5fe3e4427de227837a016",
        "last_release_url": "obs_6e6c7d529d658849a3cbec4d",
        "pushed_at": "obs_5ea551086d1b0901ae28fb6c",
        "archived": "obs_82a191f629b66c9a26d8b3c5",
        "default_branch": "obs_0dadd70d1d23bf51fd863739",
        "default_branch_updated_at": "obs_930b9a4b22d42ef47f780dbc",
        "maintenance_status": "obs_53ce5ee49a87320cc1a5c406",
        "momentum": "obs_25f24ed1f1d5df893696ef38",
        "repository_topics": "obs_7c5c5700a4cc36f387121652",
        "integrations": "obs_3bca9e4068751e05781b5727",
        "integration_fingerprint": "obs_6cfe45f57318599b83678a19",
        "deployment_models": "obs_26a1793859fe05052f1e0807",
        "extensibility": "obs_4b02c147e5a6140bf565c14e"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-07",
      "source_build_id": "rr-20260807T231253Z-6d311714ffe8"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2868,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7353a82acebf11d5ebd986b0",
        "version": "obs_4cc9eb93b5dff4618633a2a0",
        "last_release_at": "obs_21514d036e51d78466cd3ee2",
        "last_release_url": "obs_facd9225620fd7361324d6cc",
        "pushed_at": "obs_f244bca21b43bb042b770d33",
        "archived": "obs_2370cc7a4ef85f3ec92f63e2",
        "default_branch": "obs_dfe6443f875709c7324740dc",
        "default_branch_updated_at": "obs_7eb8e6393ecb46da4b1ad42c",
        "maintenance_status": "obs_a765b5af75eb6ab1866afdf8",
        "momentum": "obs_8d0d327af015f200ffa8c10d",
        "repository_topics": "obs_f1fe2996ed4c97a639dfbe7d",
        "integrations": "obs_795d1208b6ca167be91ccd32",
        "integration_fingerprint": "obs_071219e86197cdceb830610a",
        "deployment_models": "obs_636b1b47767f0de41be5ad5f",
        "extensibility": "obs_62f2f7e5be1294f80778d3af"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-08",
      "source_build_id": "rr-20260808T223146Z-3d11f0c1522d"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2870,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2faf50128015e6141dc3f356",
        "version": "obs_cf467d332c3db454d7ec7842",
        "last_release_at": "obs_7235f92908a1751a877ecba6",
        "last_release_url": "obs_95071757ac80543d48a859e2",
        "pushed_at": "obs_23d2112d389d8b99819d4801",
        "archived": "obs_c144c971e85f449343096669",
        "default_branch": "obs_10f6554e3ffdae8d62677841",
        "default_branch_updated_at": "obs_a2f05bbb846a44fc5f6a8068",
        "maintenance_status": "obs_e9546d8f0e80506bc80e801e",
        "momentum": "obs_a28f8ac4eb28ae139cf43376",
        "repository_topics": "obs_f3cf367db8197cd71544be3d",
        "integrations": "obs_008efa0f6bf290816d470118",
        "integration_fingerprint": "obs_b865cd36aaf0b75ef4d710b1",
        "deployment_models": "obs_40e37be01419489605b90087",
        "extensibility": "obs_f7cd2d83b5105d9e4ce7b188"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-09",
      "source_build_id": "rr-20260809T220237Z-2594996087b2"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2873,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_632a5bb895836646b67082f4",
        "version": "obs_2636626457b67b9ccbf74306",
        "last_release_at": "obs_f244a8217dd9260a9eb46fb7",
        "last_release_url": "obs_2c9a12fa3ded20d09afbab5d",
        "pushed_at": "obs_ebcfa50b18aa07470a6ec2b4",
        "archived": "obs_e488d4b557a54a6d8794257e",
        "default_branch": "obs_5ea0fe90fdeecf8938b6b03c",
        "default_branch_updated_at": "obs_0cae15c3f1e81fab99e43bc6",
        "maintenance_status": "obs_c039671d6ac357ade28c78e9",
        "momentum": "obs_0c640ab216454ff52abe50f5",
        "repository_topics": "obs_519af4f699e7ad09878d0bbb",
        "integrations": "obs_6cc6aefaeaccf245bc1208ed",
        "integration_fingerprint": "obs_b64a62f45224dabde02bd5ce",
        "deployment_models": "obs_831a2421d7a27637977d1c17",
        "extensibility": "obs_e7963dcf710d138cde50cb98"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-10",
      "source_build_id": "rr-20260810T221823Z-85f41114e190"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2874,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0f9b53916edd74a7898b1aab",
        "version": "obs_4011124ad87b5a6e7dfc3763",
        "last_release_at": "obs_97d09f579101ce8de03beee0",
        "last_release_url": "obs_1f06fa6456c0c7dfdcd1e72f",
        "pushed_at": "obs_a5a0b3bbed00696d435a2cce",
        "archived": "obs_11e409f4144618495fde5b3f",
        "default_branch": "obs_d6cddbdca7b47c477cd5db92",
        "default_branch_updated_at": "obs_9ef03b608e8f31097cc593f0",
        "maintenance_status": "obs_869acec0c3eb52f318f8ca16",
        "momentum": "obs_73ae91a51b23e88cfd2bfdd1",
        "repository_topics": "obs_76d6ca5b74bc963ede05e0b2",
        "integrations": "obs_e9185a945db227e7d5827aac",
        "integration_fingerprint": "obs_023aaf6931dafce42972f2ac",
        "deployment_models": "obs_347f10bf2c84a89cbcd7e4c7",
        "extensibility": "obs_a04e00eb869f0d23d243ac0e"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-11",
      "source_build_id": "rr-20260811T221343Z-7d22d483b1e2"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2882,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2039f2e2460aab130ea38c78",
        "version": "obs_861d43927447b6968d83b6cd",
        "last_release_at": "obs_56cf21577726e24e0c18a8e1",
        "last_release_url": "obs_a267c99bd18410f207851b73",
        "pushed_at": "obs_6315c7206d51c8fa14c80d4a",
        "archived": "obs_becc7fc43f19d75c7a5bc444",
        "default_branch": "obs_833eeba93caece12e510d2d0",
        "default_branch_updated_at": "obs_ccaf1087b46ad1e1c892a456",
        "maintenance_status": "obs_7b3040ad3ced58aef498483e",
        "momentum": "obs_9b0573f379065139f348729b",
        "repository_topics": "obs_6aa3765217cf2ceacb64ac13",
        "integrations": "obs_ad92ffe367989bbc70512913",
        "integration_fingerprint": "obs_494a041ba52dcddbb687ec99",
        "deployment_models": "obs_9dcdfcadbc947f6833aa1381",
        "extensibility": "obs_8e0e3b1edda73ab190a76fc6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-12",
      "source_build_id": "rr-20260812T215932Z-35ee87c03ab1"
    },
    {
      "id": "gh:microsoft/skills",
      "score": 8.4,
      "popularity": 88.0,
      "stars": 2892,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 7.0,
        "maturity": 7.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "setup_ease": 6.4
      },
      "tier": "Silver",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": "1ee0fa01d8006537",
      "integration_count": 2,
      "integrations": [
        "Microsoft Azure",
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_cc30587a3fc8faec1579880f",
        "version": "obs_6992f5ebdf1bb3e942b3d2f5",
        "last_release_at": "obs_18445533c5d03542d650da09",
        "last_release_url": "obs_809f6c5a12d91f703230aff4",
        "pushed_at": "obs_b78ddc726fefb80052d9f709",
        "archived": "obs_f1ac3265b2bf937e4d58f964",
        "default_branch": "obs_b57db7767892539414ba0488",
        "default_branch_updated_at": "obs_eb2b148b7cb6915259585103",
        "maintenance_status": "obs_ab48574501937466dc3bbcbc",
        "momentum": "obs_d83a974e18683590c7e246da",
        "repository_topics": "obs_499ce4cea0eeb3db4f152995",
        "integrations": "obs_c414c2dbcdd354920eb69303",
        "integration_fingerprint": "obs_48732ce719a00de462e7bbb8",
        "deployment_models": "obs_a4a7b77816f2173453a4daa1",
        "extensibility": "obs_c0e34843425c1eecdb747d09"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-13",
      "source_build_id": "rr-20260813T202015Z-badadd6c8c80"
    }
  ],
  "changes": [
    {
      "id": "evt_14c46251d0dff24bd488",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 2882,
      "after": 2892,
      "explanation": "Stars changed: 2882 → 2892.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_c8bd7eecd482b1d95a0f",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 2874,
      "after": 2882,
      "explanation": "Stars changed: 2874 → 2882.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_53a7c7445bcbfa27ea29",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 2873,
      "after": 2874,
      "explanation": "Stars changed: 2873 → 2874.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_8fc7444274f3c1df89b6",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 2870,
      "after": 2873,
      "explanation": "Stars changed: 2870 → 2873.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_fabeb6fe50c84e4c5bad",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 2868,
      "after": 2870,
      "explanation": "Stars changed: 2868 → 2870.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_62025713284c1669c1f0",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 2855,
      "after": 2868,
      "explanation": "Stars changed: 2855 → 2868.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_95a191da9471fee5f8a4",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 2851,
      "after": 2855,
      "explanation": "Stars changed: 2851 → 2855.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_5ad3826189180e77354f",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 2847,
      "after": 2851,
      "explanation": "Stars changed: 2847 → 2851.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_343b582e4f518e64a7b7",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 2845,
      "after": 2847,
      "explanation": "Source-observed stars changed: 2845 → 2847. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_76c0140d076b735ebbe99116",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_d8ef84af8b839bfeb55c7f26",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/microsoft/skills",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_7c59db40815b56dfc8a0",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T00:55:12.768643Z",
      "before": 2844,
      "after": 2845,
      "explanation": "Source-observed stars changed: 2844 → 2845. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_d8ef84af8b839bfeb55c7f26",
        "after_observed_at": "2026-08-01T00:55:12.768643Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_d3b297503038f34edb0ff81d",
        "before_observed_at": "2026-08-01T00:27:28.080591Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/microsoft/skills",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_78a09f4ecf2e97fe8adc",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 2830,
      "after": 2834,
      "explanation": "Stars changed: 2830 → 2834.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_e9159fdac445b48ee167",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 2828,
      "after": 2830,
      "explanation": "Source-observed stars changed: 2828 → 2830. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_b213168f905582a723ae9e97",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_d4a23747822b1e75e87e5d3a",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/microsoft/skills",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_891a8dca55277becaefe",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 2759,
      "after": 2828,
      "explanation": "Stars changed: 2759 → 2828.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": true
    },
    {
      "id": "evt_f66f9d92e1296c0f34f4",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 2758,
      "after": 2759,
      "explanation": "Source-observed stars changed: 2758 → 2759. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_c6451e98007f1e74c6e93860",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_3be1b135cf23c27f268533f4",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/microsoft/skills",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    },
    {
      "id": "evt_658522ddc5f491d15892",
      "entity_id": "gh:microsoft/skills",
      "item_url": "/item/microsoft-skills/",
      "title": "Microsoft Skills",
      "category": "agent_framework",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 2737,
      "after": 2758,
      "explanation": "Stars changed: 2737 → 2758.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.4,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Framework",
      "section": "Agent Frameworks",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Microsoft ecosystem teams",
        "enterprise teams with governance requirements"
      ],
      "risk_categories": [],
      "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk",
      "material_mover": false
    }
  ]
}
